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- Ekaterina Shutova, Lin Sun, Anna Korhonen
- COLING
- 2010
We present a novel approach to automatic metaphor identification in unrestricted text. Starting from a small seed set of manually annotated metaphorical expressions, the system is capable of… (More)
- Ekaterina Shutova, Simone Teufel, Anna Korhonen
- Computational Linguistics
- 2013
Metaphor is highly frequent in language, which makes its computational processing indispensable for real-world NLP applications addressing semantic tasks. Previous approaches to metaphor modeling… (More)
- Aniruddha Ghosh, Guofu Li, +4 authors Antonio Reyes
- SemEval@NAACL-HLT
- 2015
This report summarizes the objectives and evaluation of the SemEval 2015 task on the sentiment analysis of figurative language on Twitter (Task 11). This is the first sentiment analysis task wholly… (More)
- Ekaterina Shutova
- HLT-NAACL
- 2010
We present a novel approach to metaphor interpretation and a system that produces literal paraphrases for metaphorical expressions. Such a representation is directly transferable to other… (More)
- Ekaterina Shutova, Douwe Kiela, Jean Maillard
- NAACL 2016
- 2016
Metaphor is pervasive in our communication, which makes it an important problem for natural language processing (NLP). Numerous approaches to metaphor processing have thus been proposed, all of which… (More)
We investigate the effectiveness of semantic generalizations/classifications for capturing the regularities of the behavior of verbs in terms of their metaphoricity. Starting from orthographic word… (More)
- Ekaterina Shutova, Simone Teufel
- LREC 2010
- 2010
Besides making our thoughts more vivid and filling our communication with richer imagery, metaphor also plays an important structural role in our cognition. Although there is a consensus in the… (More)
- Marek Rei, Luana Bulat, Douwe Kiela, Ekaterina Shutova
- EMNLP
- 2017
The ubiquity of metaphor in our everyday communication makes it an important problem for natural language understanding. Yet, the majority of metaphor processing systems to date rely on… (More)
- Ekaterina Shutova
- ACL
- 2010
Automatic processing of metaphor can be clearly divided into two subtasks: metaphor recognition (distinguishing between literal and metaphorical language in a text) and metaphor interpretation… (More)
- Saif Mohammad, Ekaterina Shutova, Peter D. Turney
- *SEM@ACL
- 2016
It is generally believed that a metaphor tends to have a stronger emotional impact than a literal statement; however, there is no quantitative study establishing the extent to which this is true.… (More)